| Data Anonymization for Pervasive Health Care: Systematic Literature Mapping Study Z Zuo, M Watson, D Budgen, R Hall, C Kennelly, N Al Moubayed JMIR medical informatics 9 (10), e29871, 2021 | 51 | 2021 |
| Attack-agnostic Adversarial Detection on Medical Data Using Explainable Machine Learning M Watson, N Al Moubayed 2020 25th International Conference on Pattern Recognition (ICPR), 8180-8187, 2021 | 27 | 2021 |
| Agree to disagree: When deep learning models with identical architectures produce distinct explanations M Watson, BAS Hasan, N Al Moubayed Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2022 | 24 | 2022 |
| Improving Current Glycated Hemoglobin Prediction in Adults: Use of Machine Learning Algorithms With Electronic Health Records Z Alhassan, M Watson, D Budgen, R Alshammari, A Alessa, ... JMIR Medical Informatics 9 (5), e25237, 2021 | 14 | 2021 |
| Learning How to MIMIC: Using Model Explanations To Guide Deep Learning Training M Watson, BAS Hasan, N Al Moubayed Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2023 | 7 | 2023 |
| Using model explanations to guide deep learning models towards consistent explanations for EHR data M Watson, B Awwad Shiekh Hasan, N Al Moubayed Scientific Reports 12 (1), 19899, 2022 | 6 | 2022 |
| Personalising monitoring for chemotherapy patients through predicting deterioration in renal and hepatic function P Chambers, M Watson, J Bridgewater, MD Forster, R Roylance, ... Cancer Medicine 12 (17), 17856-17865, 2023 | 3 | 2023 |
| Textual Localization: Decomposing Multi-concept Images for Subject-Driven Text-to-Image Generation J Shentu, M Watson, NA Moubayed arXiv preprint arXiv:2402.09966, 2024 | 1 | 2024 |
| Explainable Machine Learning for Robust Modelling in Healthcare M Watson Durham University, 2023 | 1 | 2023 |
| 1859P Using deep learning with demographic and laboratory values from baseline to cycle 2 to predict subsequent renal and hepatic function MS Watson, P Chambers, KK Shiu, JA Bridgewater, M Desai, R Roylance, ... Annals of Oncology 32, S1250, 2021 | 1 | 2021 |
| The variable relationship between the National Early Warning Score on admission to hospital, the primary discharge diagnosis, and in-hospital mortality M Holland, J Kellett, S Boulitsakis-Logothetis, M Watson, N Al Moubayed, ... Internal and Emergency Medicine, 1-10, 2025 | | 2025 |
| Performance of machine learning versus the national early warning score for predicting patient deterioration risk: a single-site study of emergency admissions M Watson, SB Logothetis, D Green, M Holland, P Chambers, ... BMJ Health & Care Informatics 31 (1), 2024 | | 2024 |
| From prediction to practice: mitigating bias and data shift in machine-learning models for chemotherapy-induced organ dysfunction across unseen cancers M Watson, P Chambers, L Steventon, J Harmsworth King, A Ercia, ... BMJ Oncology 3 (1), 2024 | | 2024 |
| AttenCraft: Attention-guided Disentanglement of Multiple Concepts for Text-to-Image Customization J Shentu, M Watson, NA Moubayed arXiv preprint arXiv:2405.17965, 2024 | | 2024 |
| Stratification of patient blood testing pathways through predicting deterioration in renal and hepatic function. P Chambers, M Watson, S Masento, R Buroyne, N Al Moubayed Journal of Oncology Pharmacy Practice 29, 2023 | | 2023 |
